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Improved Deep Learning Predictions for Chlorophyll Fluorescence Based on Decomposition Algorithms: The Importance of Data Preprocessing 期刊论文
WATER, 2023, 卷号: 15, 期号: 23, 页码: 19
作者:  Wang, Lan;  Xie, Mingjiang;  Pan, Min;  He, Feng;  Yang, Bing;  Gong, Zhigang;  Wu, Xuke;  Shang, Mingsheng;  Shan, Kun
收藏  |  浏览/下载：199/0  |  提交时间：2024/01/17
chlorophyll fluorescence  deep learning  online monitoring  time-series decomposition  Dianchi Lake  
Combined Physical Process and Deep Learning for Daily Water Level Simulations across Multiple Sites in the Three Gorges Reservoir, China 期刊论文
WATER, 2023, 卷号: 15, 期号: 18, 页码: 16
作者:  Xie, Mingjiang;  Shan, Kun;  Zeng, Sidong;  Wang, Lan;  Gong, Zhigang;  Wu, Xuke;  Yang, Bing;  Shang, Mingsheng
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/25
water level prediction  Three Gorges Reservoir  deep learning  hybrid model  
Water depth and land-use intensity indirectly determine phytoplankton functional diversity and further regulate resource use efficiency at a multi-lake scale 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 834, 页码: 13
作者:  Zhou, Qichao;  Zhang, Yun;  Tao, Juan;  Ye, Lin;  Wang, Haijun;  Shan, Kun;  Jeppesen, Erik;  Song, Lirong
收藏  |  浏览/下载：45/0  |  提交时间：2022/10/14
Phytoplankton  Biodiversity-ecosystem functioning (BEF)  Lake depth  Land use  Total phosphorus  Bayesian network  
Temporal prediction of algal parameters in Three Gorges Reservoir based on highly time-resolved monitoring and long short-term memory network 期刊论文
JOURNAL OF HYDROLOGY, 2022, 卷号: 605, 页码: 12
作者:  Shan, Kun;  Ouyang, Tian;  Wang, Xiaoxiao;  Yang, Hong;  Zhou, Botian;  Wu, Zhongxing;  Shang, Mingsheng
收藏  |  浏览/下载：50/0  |  提交时间：2022/08/22
Harmful algal bloom  Real-time monitoring  Long short-term memory network  Microcystin  Three Gorges Reservoir  
Water eutrophication assessment based on rough set and multidimensional cloud model 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2017, 卷号: 164, 页码: 103-112
作者:  Yan, Huyong;  Wu, Di;  Huang, Yu;  Wang, Guoyin;  Shang, Mingsheng;  Xu, Jianjun;  Shi, Xiaoyu;  Shan, Kun;  Zhou, Botian;  Zhao, Yufei
Adobe PDF(2910Kb)  |  收藏  |  浏览/下载：113/0  |  提交时间：2018/03/05
Eutrophication  Rough set  Multidimensional cloud model  
The relationships of meteorological factors and nutrient levels with phytoplankton biomass in a shallow eutrophic lake dominated by cyanobacteria, Lake Dianchi from 1991 to 2013 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2016, 卷号: 23, 期号: 15, 页码: 15616-15626
作者:  Zhou, Qichao;  Zhang, Yunlin;  Lin, Dunmei;  Shan, Kun;  Luo, Yu;  Zhao, Lei;  Tan, Zhiwei;  Song, Lirong
Adobe PDF(1028Kb)  |  收藏  |  浏览/下载：129/0  |  提交时间：2018/03/15
Cyanobacterial bloom  Climate warming  Sunshine hours  Total nitrogen  Total phosphorus  Dry and rainy seasons  
Spatial and temporal relation rule acquisition of eutrophication in Da'ning River based on rough set theory 期刊论文
ECOLOGICAL INDICATORS, 2016, 卷号: 66, 页码: 180-189
作者:  Yan, Hu Yong;  Zhang, Xue Rui;  Dong, Jian Hua;  Shang, Ming Sheng;  Shan, Kun;  Wu, Di;  Yuan, Ye;  Wang, Xu;  Meng, Hui;  Huang, Yu;  Wang, Guo Yin
Adobe PDF(1166Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2018/03/15
Modelling ecosystem structure and trophic interactions in a typical cyanobacterial bloom-dominated shallow Lake Dianchi, China 期刊论文
ECOLOGICAL MODELLING, 2014, 卷号: 291, 页码: 82-95
作者:  Shan, Kun;  Li, Lin;  Wang, Xiaoxiao;  Wu, Yanlong;  Hu, Lili;  Yu, Gongliang;  Song, Lirong
Adobe PDF(1678Kb)  |  收藏  |  浏览/下载：953/1  |  提交时间：2018/03/15
Lake Dianchi  Ecopath  Food web  Ecosystem property  Cyanobacterial bloom  Exotic fish